How to connect Markup AI to OpenClaw
Connect Markup AI to OpenClaw with ClawLink: paste your Markup AI key once and 10 tools work from chat. No MCP server to run, nothing stored on your machine.
Markup AIAPI KEYMCPMarkup AI provides content agents, brand terminology, personas, brand voice profiles, and style configuration for evaluating and improving content.. Once connected, OpenClaw can read and act on Markup AI from chat — pairing, token refresh, and tool wiring handled for you.
The usual route to Markup AI access for OpenClaw is an MCP server you configure and keep running, plus your own OAuth app or API keys. ClawLink gives OpenClaw a more practical Markup AI setup: install one ClawHub skill, connect Markup AI in the browser, and OpenClaw can call real Markup AI actions from any chat surface with no auth, token refresh, or tool wiring to build yourself.
Setup
It takes three steps to connect OpenClaw to Markup AI.
1Install the plugin
Paste the setup prompt into OpenClaw, or install from the terminal and ask OpenClaw to pair:
openclaw plugins install clawhub:clawlink-plugin- 2
Connect Markup AI
Paste your API key in the dashboard.
- 3
Use it from chat
Ask OpenClaw: "What can you do with Markup AI?"
Install by command
The setup prompt above does all of this in one paste. By hand, it is one install command plus a browser approval:
openclaw plugins install clawhub:clawlink-pluginThen ask OpenClaw to set up ClawLink. It starts browser pairing and prints an approval link — open it, approve the device, return to the chat, and say done. Finally, connect Markup AI in the ClawLink dashboard — paste your Markup AI API key once.
Verify the connection by asking OpenClaw:
Pull the relevant data from Markup AI, summarize it in plain English, and point out anything that needs attention.
Using a different agent?
The OpenClaw plugin is one client of ClawLink's MCP server. Claude Code, Cursor, Codex, or any agent that can run a shell command pairs with the same ClawLink account through the CLI:
npx -y @useclawlink/cli loginlogin opens the same browser approval and stores a credential locally. Once Markup AI is connected in the dashboard, that agent calls the same 10 Markup AI tools over MCP. Full setup for MCP clients and shell agents: connect apps to any AI agent.
Markup AI MCP for OpenClaw
Looking for a Markup AI MCP server for OpenClaw? ClawLink connects Markup AI to OpenClaw and exposes 10 Markup AI tools your agent can call over MCP, with hosted auth and nothing to run or maintain yourself. Using Hermes instead? The Hermes Markup AI integration works the same way.
What the OpenClaw Markup AI integration can do
10 Markup AI tools are ready for OpenClaw once the account is connected.
All 10 Markup AI tools for OpenClaw
| Tool | What it does |
|---|---|
Get agent markup_ai_get_agent | Get one agent's metadata and complete runtime input and output JSON Schemas before executing it |
Get analysis profile markup_ai_get_analysis_profile | Get one persona, brand voice profile, style target, or style guide by ID, including detailed |
Get workflow markup_ai_get_workflow | Get the current status and result of an asynchronous agent workflow by ID |
List agent categories markup_ai_list_agent_categories | Return all agent categories available to the connected organization for discovery and |
List agents markup_ai_list_agents | Discover Markup AI agents available to the connected organization, optionally filtered by |
List analysis profiles markup_ai_list_analysis_profiles | List selectable persona, brand voice, style guide, style target, or content profile resources |
List terminology resources markup_ai_list_terminology_resources | List terminology term sets or domains with filters and cursor-controlled pagination |
List workflows markup_ai_list_workflows | List one cursor-controlled page of agent execution workflows, optionally filtering that page by |
Search terminology markup_ai_search_terminology | Find organization terminology rules relevant to supplied text, optionally limited to selected |
Run agent markup_ai_run_agent | Run one selected Markup AI agent against document text, synchronously or asynchronously |
Try it: find the Markup AI tool you need
Browse the 10 Markup AI tools
Click any tool to see exactly what OpenClaw can do and copy a ready-to-use prompt.
Example prompts
Pull the relevant data from Markup AI, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Markup AI, summarize it in plain English, and point out anything that needs attention.
Pull the relevant data from Markup AI, summarize it in plain English, and point out anything that needs attention.
List the relevant items in Markup AI, group them by priority, and recommend what OpenClaw should do next.
ClawLink vs. building it yourself
The alternative to ClawLink is usually manual API key setup plus your own token handling, permission troubleshooting, and tool plumbing for OpenClaw. That is fine if you want to build and maintain the integration yourself. Most teams just want Markup AI working from chat.
| Manual | ClawLink | |
|---|---|---|
| Credential handling | Collect, validate, store, and rotate the Markup AI API key yourself, then make sure every tool call uses the right account. | Users complete the hosted ClawLink setup once and the connected Markup AI account becomes available to the agent without you building credential management. |
| Ongoing maintenance | You own refresh logic, permission debugging, environment config, and every provider-specific edge case for Markup AI. | ClawLink handles the repetitive integration plumbing so your team can focus on the workflow instead of the infrastructure. |
| Agent usability | You still need to expose the right Markup AI actions to the runtime in a format your agent can reliably use. | 10 tools for Markup AI are already exposed through ClawLink, so the agent can read and act from chat immediately. |
ClawLink vs. Composio
Composio also exposes Markup AI to AI agents. It is developer infrastructure: Python and TypeScript SDKs, an MCP server, and a catalog past 1,000 apps, aimed at teams shipping agent products. ClawLink is built for OpenClaw users instead. You install the plugin once, connect Markup AI in the browser, and the 10 tools above work from chat. There is no SDK and no config file, and the Markup AI key you paste at setup is stored server-side rather than kept in your environment. Choosing between them? Read the full Composio alternatives comparison.
Troubleshooting
OpenClaw installed the Markup AI skill but can't call the tools
The ClawHub skill teaches OpenClaw about Markup AI, but the calls run through the ClawLink plugin and your connected account. Make sure Markup AI is connected in the dashboard, then start a fresh chat so OpenClaw reloads the tool catalog. If OpenClaw runs as a persistent gateway, restart it so the new tools register.
Connection succeeds but no tools appear
Reconnect Markup AI from the dashboard, then start a fresh chat if the runtime still has the old tool catalog loaded.
"Tool schema not loaded yet" error when calling Markup AI tools
Markup AI tool schemas load on demand the first time a tool runs and are cached after that, so this error usually clears on its own: wait a few seconds and retry the same request. If every Markup AI call keeps failing with it in a fresh chat, reconnect from the dashboard, and contact support if it still persists — that pattern points to a configuration problem on our side, not something you can fix by reconnecting again.
Markup AI returns 403 or "permission denied" on one action while others work
Two usual causes. The connected account may not have access to the specific workspace, inbox, store, or project in the request — check that first. If access looks right, the agent may have sent a placeholder value (like "YOUR_ID" or an example id from documentation) instead of a real one: ask it to run a list or search tool first, then retry the action with a real id from those results. Most failures at this stage are one of these two, not ClawLink bugs.
API key setup works but results look incomplete
Double-check that the API key for Markup AI has the right scopes or account access. A valid key can still be too limited for some reads or writes.
FAQ
Is there a OpenClaw Markup AI integration?
Yes. ClawLink is the fastest way to connect OpenClaw to Markup AI: link your Markup AI account once in the browser and OpenClaw can call the Markup AI API through 10 ready-made tools — no custom code or token handling.
How do I add Markup AI to OpenClaw with ClawLink?
Paste the setup prompt from this page into OpenClaw. It installs the ClawLink Markup AI skill from ClawHub, then you click Connect in the dashboard to authorize Markup AI. OpenClaw calls the tools from the next message — no config files, and the Markup AI key you paste is stored server-side instead of in your environment.
How long does it take to connect Markup AI to OpenClaw?
About two minutes. Sign in, click Connect next to Markup AI in the dashboard, authenticate, and OpenClaw can use it from the next chat message.
Why use ClawLink instead of wiring Markup AI up myself?
The alternative to ClawLink is usually manual API key setup plus your own token handling, permission troubleshooting, and tool plumbing for OpenClaw. That is fine if you want to build and maintain the integration yourself. Most teams just want Markup AI working from chat.
OpenClaw installed the Markup AI skill but can't call the tools
The ClawHub skill teaches OpenClaw about Markup AI, but the calls run through the ClawLink plugin and your connected account. Make sure Markup AI is connected in the dashboard, then start a fresh chat so OpenClaw reloads the tool catalog. If OpenClaw runs as a persistent gateway, restart it so the new tools register.
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